{"id":"https://openalex.org/W3104192829","doi":"https://doi.org/10.1109/isgt-europe47291.2020.9248903","title":"Comparison of Statistical-Based and Data-Driven-Based Scenario Generation of PV Power for Stochastic Day-Ahead Battery Scheduling","display_name":"Comparison of Statistical-Based and Data-Driven-Based Scenario Generation of PV Power for Stochastic Day-Ahead Battery Scheduling","publication_year":2020,"publication_date":"2020-10-26","ids":{"openalex":"https://openalex.org/W3104192829","doi":"https://doi.org/10.1109/isgt-europe47291.2020.9248903","mag":"3104192829"},"language":"en","primary_location":{"id":"doi:10.1109/isgt-europe47291.2020.9248903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-europe47291.2020.9248903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086332007","display_name":"Mahtab Kaffash","orcid":"https://orcid.org/0000-0001-9873-1597"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Mahtab Kaffash","raw_affiliation_strings":["KU Leuven EnergyVille, Genk, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven EnergyVille, Genk, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024462942","display_name":"Geert Deconinck","orcid":"https://orcid.org/0000-0002-2225-3987"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Geert Deconinck","raw_affiliation_strings":["KU Leuven EnergyVille, Genk, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"KU Leuven EnergyVille, Genk, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086332007"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":0.2055,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52393265,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"3","issue":null,"first_page":"730","last_page":"734"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7598910927772522},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.6156463027000427},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5539068579673767},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5040823221206665},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.46462804079055786},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.46093904972076416},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4482628107070923},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.43404635787010193},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3732212781906128},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.2588789165019989},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1498449146747589}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7598910927772522},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6156463027000427},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5539068579673767},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5040823221206665},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.46462804079055786},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.46093904972076416},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4482628107070923},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.43404635787010193},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3732212781906128},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2588789165019989},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1498449146747589},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgt-europe47291.2020.9248903","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgt-europe47291.2020.9248903","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2009012905","https://openalex.org/W2013227046","https://openalex.org/W2022138116","https://openalex.org/W2113810680","https://openalex.org/W2129254404","https://openalex.org/W2143782025","https://openalex.org/W2304821373","https://openalex.org/W2524056393","https://openalex.org/W2527299413","https://openalex.org/W2738216697","https://openalex.org/W2739017687","https://openalex.org/W2778835555","https://openalex.org/W2811625034","https://openalex.org/W2979648277","https://openalex.org/W4247165901","https://openalex.org/W6679230158","https://openalex.org/W6681113228","https://openalex.org/W6726998086","https://openalex.org/W6727807503"],"related_works":["https://openalex.org/W2386968573","https://openalex.org/W2395064349","https://openalex.org/W2034374297","https://openalex.org/W2382628689","https://openalex.org/W2766130412","https://openalex.org/W2526730640","https://openalex.org/W2351171996","https://openalex.org/W2983370139","https://openalex.org/W2057543190","https://openalex.org/W2612874294"],"abstract_inverted_index":{"The":[0,46,98,151],"day-ahead":[1,37,102],"PV":[2,42,103,141],"power":[3],"generation":[4,33,85,104],"scenarios,":[5,173],"which":[6,65,124,174],"represent":[7],"the":[8,18,21,36,52,58,92,95,113,122,132,144,156,163,166,178],"possible":[9],"output":[10],"of":[11,20,39,54,94,117,146,165,172,181],"PV,":[12],"have":[13],"a":[14,25,31,40,67,82,108,118,139,148],"significant":[15],"impact":[16],"on":[17,143],"scheduling":[19],"available":[22],"flexibility":[23],"in":[24,51,72,88,107,127],"smart":[26],"building.":[27],"In":[28],"this":[29,128],"paper,":[30],"scenario":[32,84],"approach":[34],"for":[35,101],"production":[38],"single":[41,55],"system":[43,167],"is":[44,49,66,70,86,125,159],"presented.":[45],"proposed":[47,96,133,157],"method":[48,134,158],"important":[50],"context":[53],"buildings":[56],"where":[57],"self-consumption":[59],"has":[60,135],"to":[61,74,78,90,111,138,161,176],"be":[62],"optimized.":[63],"LASSO,":[64],"data-driven":[68],"method,":[69],"used":[71,106],"order":[73,89],"select":[75],"relevant":[76],"quantiles":[77],"capture":[79,162],"CDF.":[80],"Moreover,":[81],"statistical-based":[83],"applied":[87,137],"compare":[91],"performance":[93],"method.":[97],"generated":[99],"scenarios":[100],"are":[105],"stochastic":[109,182],"problem":[110],"minimize":[112],"expected":[114],"operational":[115],"cost":[116],"building":[119],"and":[120],"manage":[121],"flexibility,":[123],"battery":[126],"case":[129],"study.":[130],"Finally,":[131],"been":[136],"real":[140],"installation":[142],"rooftop":[145],"EnergyVille-1,":[147],"research":[149],"institute.":[150],"simulation":[152],"results":[153],"demonstrate":[154],"that":[155],"able":[160],"dynamics":[164],"even":[168],"with":[169],"low":[170],"number":[171],"leads":[175],"reduce":[177],"computational":[179],"time":[180],"problem.":[183]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}